The Browns re-signed Zappe on Tuesday, Tom Pelissero of NFL Network reports.
Zappe was cut by Cleveland on Monday, but he cleared waivers Tuesday and is back with the 53-man roster. He slides back in as the team's QB3 behind Jameis Winston and Dorian Thompson-Robinson.